GALAXY: Graph-based Active Learning at the Extreme.
Jifan ZhangJulian Katz-SamuelsRobert D. NowakPublished in: ICML (2022)
Keyphrases
- active learning
- semi supervised
- selective sampling
- learning algorithm
- semi supervised learning
- graph model
- random sampling
- imbalanced data classification
- training set
- label propagation
- relevance feedback
- labeled data
- learning strategies
- class imbalance
- online learning
- unlabeled data
- machine learning
- training examples
- information retrieval
- database
- batch mode active learning
- active learning strategies
- generalization error
- artificial intelligence
- learning process
- genetic algorithm
- supervised learning
- experimental design
- graph theoretic
- graph construction
- graph theoretical
- data sets
- website
- pool based active learning
- image retrieval